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Alejandro Strachan

Purdue University System

49H-index
442Paper Count
1.0WCitation Count
Published Papers 134
Publication Date
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A Deep Learning Approach to Searching Property Spaces of Materials
errDigital Discovery
IF5.6
err2026-04-17
err0
errOAAI
errRobert Joseph Appleton; Brian C Barnes; Steven F Son; Alejandro Strachan
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Predictive Models for Strain Energy in Condensed Phase Reactions
errMACROMOLECULES
IF5.2
err2026-01-01
err0
PREAI
errMartin, Baptiste; Yao, Shukai; Li, Chunyu; Bocahut, Anthony; Jackson, Matthew; Strachan, Alejandro
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Effect of Heusler Phase Precipitation on the Transformation Behaviors of a NiTiHf-Based Shape Memory Alloy
errMETALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE
IF2.5
err2026-01-01
err0
errOAAI
errChen, Ching-Chien; Tripathi, Shivam; Yao, Shukai; Strachan, Alejandro; Titus, Michael S.
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Bridging the synthesizability gap in perovskites by combining computations; literature data; and PU learning
errMachine Learning: Science and Technology
IF0
err2025-12-09
err0
errOAAI
errRushik Desai; Junyeong Ahn; Alejandro Strachan; Arun Mannodi-Kanakkithodi
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errSave
C'mon! Time to Change How We Share Research Products
errPropellants Explosives Pyrotechnics
IF2
err2025-11-01
err0
PREAI
errStrachan, Alejandro
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Generalizable machine learning potentials for quantum-accurate predictions of non-equilibrium behavior in 2D materials
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-30
err0
PREAI
errYue Zhang; Robert J. Appleton; Kui Lin; Megan J. McCarthy; Jeffrey T. Paci; Subramanian K.R.S. Sankaranarayanan; Alejandro Strachan; Horacio D. Espinosa
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Data Fusion of Deep Learned Molecular Embeddings for Property Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-10-01
err1
errOAAI
errAppleton, Robert J.; Barnes, Brian C.; Strachan, Alejandro
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errSave
Modeling Framework to Predict Melting Dynamics at Microstructural Defects in TNT-HMX High Explosive Composites
errThe Journal of Physical Chemistry C
IF0
err2025-07-24
err0
PREAI
errEthan Holbrook; Matthew P. Kroonblawd; Brenden W. Hamilton; H. Keo Springer; Alejandro Strachan
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Mechanisms of spall failure in niobium subjected to high-throughput laser-driven micro-flyer impact
errACTA MATERIALIA
IF9.3
err2025-07-01
err0
PREAI
errdella Ventura, Nicolo M.; Zare, Arezoo; Diamond, Jacob M.; Purstl, Julia T.; Mignerot, Florent; Sharma, Amit; Silverstein, Ravit; Holmes, Mason; Spicer, James B.; Hufnagel, Todd C.; Begley, Matthew R.; Strachan, Alejandro; Ramesh, K. T.; Gianola, Daniel S.
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Large scale polymer toughening of two-dimensional materials revealed by in situ TEM fracture tests and multiscale simulations
errinternational journal of applied mechanics
IF0
err2025-05-29
err0
PREAI
errYue Zhang; Chunyu Li; Xu Zhang; Jianguo Wen; Anirudha V. Sumant; Alejandro Strachan; Horacio D. Espinosa
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errSave
Exploring the Defect Landscape and Dopability of Chalcogenide Perovskite BaZrS3
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2025-04-15
err0
PREAI
errDesai, Rushik; Agarwal, Shubhanshu; Vincent, Kiruba Catherine; Strachan, Alejandro; Agrawal, Rakesh; Mannodi-Kanakkithodi, Arun
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Thermodynamic fidelity of generative models for Ising system
errJOURNAL OF APPLIED PHYSICS
IF2.5
err2025-03-24
err0
errOAAI
errLee, Brian H.; Nykiel, Kat; Hallberg, Ava E.; Rider, Brice; Strachan, Alejandro
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Accelerating active learning materials discovery with FAIR data and workflows: A case study for alloy melting temperatures
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-02-01
err0
PREAI
errHarwani, Mohnish; Verduzco, Juan C.; Lee, Brian H.; Strachan, Alejandro
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How accurate is density functional theory at high pressures?
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
PREAI
errChen, Ching-Chien; Appleton, Robert J.; Nykiel, Kat; Mishra, Saswat; Yao, Shukai; Strachan, Alejandro
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errSave
Influence of Polymer on Shock-Induced Pore Collapse: Hotspot Criticality through Reactive Molecular Dynamics
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2024-09-24
err0
PREAI
errMacatangay, Jalen; Li, Chunyu; Strachan, Alejandro
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errSave
Graph neural network coarse-grain force field for the molecular crystal RDX
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-09-07
err0
errOAAI
errLee, Brian H.; Larentzos, James P.; Brennan, John K.; Strachan, Alejandro
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Molecular Modeling of Stabilization during Processing of Polyacrylonitrile-Based Carbon Fibers
errMACROMOLECULES
IF5.2
err2024-06-04
err3
PREAI
errYao, Shukai; Li, Chunyu; Jackson, Matthew; Strachan, Alejandro
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Effects of carbon concentration on the local atomic structure of amorphous GST
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-05-01
err1
errOAAI
errAppleton, Robert J.; McClure, Zachary D.; Adams, David P.; Strachan, Alejandro
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Mass uptake during oxidation of metallic alloys: Literature data collection, analysis, and FAIR sharing
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err1
errOAAI
errMishra, Saswat; Karumuri, Sharmila; Mika, Vincent; Scott, Collin; Choy, Chadwick; Sandhage, Kenneth H.; Bilionis, Ilias; Titus, Michael S.; Strachan, Alejandro
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Mapping microstructure to shock-induced temperature fields using deep learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-09-30
err5
errOAAI
errLi, Chunyu; Verduzco, Juan Carlos; Lee, Brian H.; Appleton, Robert J.; Strachan, Alejandro
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errSave

Research Directions

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Co-authors
Cooperation Journals
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William A. Goddard
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Adri C. T. van Duin
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Babak Anasori
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Thomas J. Ahrens
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